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Transmission of drug-resistant bacteria in a hospital-community model stratified by patient risk

Autor
Piotrowska, Monika
Sakowski, Konrad
Karch, Andre
Horn, Johannes
Mikolajczyk, Rafael
Kretzschmar, Mirjam E.
Lonc, Agata
Brachaczek, Paweł
Data publikacji
2023
Abstrakt (EN)

A susceptible‑infectious‑susceptible (SIS) model for simulating healthcare‑acquired infection spread within a hospital and associated community is proposed. The model accounts for the stratification of in‑patients into two susceptibility‑based risk groups. The model is formulated as a system of first‑order ordinary differential equations (ODEs) with appropriate initial conditions. The mathematical analysis of this system is demonstrated. It is shown that the system has unique global solutions, which are bounded and non‑negative. The basic reproduction number ( R0) for the considered model is derived. The existence and the stability of the stationary solutions are analysed. The disease‑free stationary solution is always present and is globally asymptotically stable for R0 < 1, while for R0 > 1 it is unstable. The presence of an endemic stationary solution depends on the model parameters and when it exists, it is globally asymptotically stable. The endemic state encompasses both risk groups. The endemic state within only one group only is not possible. In addition, for R0 = 1 a forward bifurcation takes place. Numerical simulations, based on the anonymised insurance data, are also presented to illustrate theoretical results.

Słowa kluczowe EN
Applied mathematics
Epidemiology
Dyscyplina PBN
matematyka
Czasopismo
Scientific Reports
Tom
13
Zeszyt
1
Strony od-do
18593: 1-26
ISSN
2045-2322
Data udostępnienia w otwartym dostępie
2023-10-30
Licencja otwartego dostępu
Uznanie autorstwa